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Data Science with Python

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Lesson 3.8 Linear Regression

Description

In this lesson, students will learn and apply aspects of linear regression such as finding the line of best fit and using a model to predict the outcome to different values.

Objective

Students will be able to:

  • Determine the line of best fit model for a scatterplot
  • Use a model to make predictions based on different values

Activities

These are all the activities included in the lesson

3.8.1 Linear Regression
3.8.2 Linear Regression Quiz
3.8.3 Live Code - Predictions
3.8.4 Old Faithful Model
3.8.5 Swim Time Model
3.8.6 Predicting Old Faithful
3.8.7 Predicting Swim Times
3.8.8 Old Faithful Regression
3.8.9 Swim Time Regression
3.8.10 Regression Reflection